A multivariate hypothesis testing framework for tissue clustering and classification of DTI data
Explore this paper's citation graph
Summary
The primary aim of this work is to propose and investigate the effectiveness of a novel unsupervised tissue clustering and classification algorithm for diffusion tensor MRI (DTI) data.
- Type
- article
- Published
- 2009-08-01
- Cited by
- 4
- References
- 45
- OpenAlex
- https://openalex.org/W19593779
- Semantic Scholar
- https://api.semanticscholar.org/CorpusID:1005726
Keywords
Business
References
- Level Set Modeling and Segmentation of DT-MRI Brain Data
- Level Set Segmentation and Modeling of DT-MRI human brain data
- Kernel-Based Manifold Learning for Statistical Analysis of Diffusion Tensor Images
- A Riemannian Approach to Diffusion Tensor Images Segmentation
- Segmentation of Thalamic Nuclei from DTI Using Spectral Clustering
- MR diffusion tensor spectroscopy and imaging.
- The estimation of second-order tensors, with related tests and designs
- Statistical group comparison of diffusion tensors via multivariate hypothesis testing
- A level set method for segmentation of the thalamus and its nuclei in DT-MRI
- Estimation of the effective self-diffusion tensor from the NMR spin echo.
- White matter mapping using diffusion tensor MRI
- Automatic segmentation of thalamic nuclei from diffusion tensor magnetic resonance imaging
- Non‐invasive assessment of axonal fiber connectivity in the human brain via diffusion tensor MRI
- Similarity Measures for Matching Diffusion Tensor Images
- Determinants of anisotropic water diffusion in nerves
- Spin diffusion measurements : spin echoes in the presence of a time-dependent field gradient
- Level set modeling and segmentation of diffusion tensor magnetic resonance imaging brain data
- MULTIVARIATE HYPOTHESIS TESTING OF DTI DATA FOR TISSUE CLUSTERING
- An affine invariant tensor dissimilarity measure and its applications to tensor-valued image segmentation
- Diffusion tensor MR imaging of the human brain.
Cited by
- Microstructural Correlations of White Matter Tracts in the Human Brain
- High-resolution human cervical spinal cord imaging at 7 T
- A Spin Echo Sequence with a Single-Sided Bipolar Diffusion Gradient Pulse to Obtain Snapshot Diffusion Weighted Images in Moving Media
- The Effect of the Normalization Strategy on Voxel-Based Analysis of DTI Images: A Pattern Recognition Based Assessment
Related papers
No related papers recorded.